SyGra
SyGra - Graph-oriented Synthetic data generation Pipeline
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Download Latest Version (.zip)- feature_template.md
- issue_template.md
- ci.yml
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- CODEOWNERS
- pull_request_template.md
- file_system.md
- huggingface.md
- README.md
- servicenow.md
- README.md
- README.md
- audio_to_text.md
- gpt_4o_audio.md
- image_generation.md
- image_to_text.md
- text_to_speech.md
- agent_node.md
- lambda_node.md
- llm_node.md
- multi_llm_node.md
- subgraph_node.md
- weighted_sampler_node.md
- README.md
- README.md
- README.md
- web_agents_eval.md
- aggregator_metrics_summary.md
- README.md
- unit_metrics_summary.md
- README.md
- metadata_tracking.md
- self_refinement.md
- semantic_deduplication.md
- adding_edges.md
- create_new_pipeline.md
- create_task_ui.md
- graph_config_guide.md
- model_configuration.md
- Task_Executor.md
- sygra_library.md
- sygra_library_examples.md
- index.md
- index.md
- index.md
- servicenow.css
- component_data_handler.png
- component_edges.png
- component_model_client.png
- component_nodes.png
- multiple_dataset.png
- sygra_architecture.png
- sygra_logo.png
- sygra_model_config.png
- studio_create_new_flow.gif
- agent_simulation_tutorial.md
- agent_tool_simulation_tutorial.md
- audio_to_text_tutorial.md
- custom_subgraphs_tutorial.md
- evol_instruct_tutorial.md
- glaive_code_assistant_tutorial.md
- image_to_qna_tutorial.md
- structured_output_tutorial.md
- structured_output_with_multi_llm_tutorial.md
- development.md
- index.md
- installation.md
- LICENSE
- .gitkeep
- GroupSubgraphModal.svelte
- RecipePickerModal.svelte
- SaveRecipeModal.svelte
- SaveWorkflowModal.svelte
- ToolPickerModal.svelte
- UnsavedChangesModal.svelte
- WorkflowBuilder.svelte
- ExecutionOutputPanel.svelte
- WorkflowCodePanel.svelte
- AudioPlayer.svelte
- ConfirmationModal.svelte
- ConfirmModal.svelte
- CustomSelect.svelte
- DataTableViewer.svelte
- MediaRenderer.svelte
- SelectionCard.svelte
- VisualSelectionCard.svelte
- AddNewFieldEditor.svelte
- CartesianProductEditor.svelte
- CombineRecordsEditor.svelte
- CustomTransformEditor.svelte
- MediaTransformEditor.svelte
- RenameFieldsEditor.svelte
- SkipRecordsEditor.svelte
- DataConfigSection.svelte
- DataPreviewPanel.svelte
- DataSourcePanel.svelte
- JoinTypeSelector.svelte
- MultiSourceManager.svelte
- SinkManager.svelte
- SourceCard.svelte
- SourceEditor.svelte
- SourcePreview.svelte
- SourceTypeSelector.svelte
- TransformCard.svelte
- TransformPipeline.svelte
- TransformSelector.svelte
- LazyMonacoEditor.svelte
- MonacoEditor.svelte
- ExecutionPanel.svelte
- ResultsModal.svelte
- RunDetailsModal.svelte
- RunWorkflowModal.svelte
- SygraEdge.svelte
- StackedBotsIcon.svelte
- AgentNode.svelte
- ConnectorNode.svelte
- DataNode.svelte
- EndNode.svelte
- LambdaNode.svelte
- LLMNode.svelte
- MultiLLMNode.svelte
- NodeWrapper.svelte
- OutputNode.svelte
- StartNode.svelte
- SubgraphNode.svelte
- WebAgentNode.svelte
- WeightedSamplerNode.svelte
- EdgeDetailsPanel.svelte
- ExportHelper.svelte
- FitViewHelper.svelte
- NodeDetailsPanel.svelte
- SygraFlow.svelte
- WorkflowBoundary.svelte
- HomeView.svelte
- LibraryView.svelte
- RecipeLibrary.svelte
- RecipePreviewModal.svelte
- ToolLibrary.svelte
- ModelsView.svelte
- ConnectionPreview.svelte
- PanelHeader.svelte
- PanelSection.svelte
- PanelTabs.svelte
- LogViewer.svelte
- MiniSparkline.svelte
- NodeExecutionTimeline.svelte
- RunCard.svelte
- RunComparisonView.svelte
- RunDetailsView.svelte
- RunDetailsViewEnhanced.svelte
- RunExecutionGraph.svelte
- RunQuickStats.svelte
- RunsAnalyticsDashboard.svelte
- RunsAnalyticsDashboardEnhanced.svelte
- RunsListView.svelte
- RunsListViewEnhanced.svelte
- RunTimelineBar.svelte
- SettingsModal.svelte
- Sidebar.svelte
- PromptTextarea.svelte
- StateVariableInput.svelte
- WorkflowsListView.svelte
- brand-colors.ts
- models.svelte.ts
- panel.svelte.ts
- recipe.svelte.ts
- theme.svelte.ts
- tool.svelte.ts
- workflow.svelte.ts
- layoutUtils.ts
- mediaUtils.ts
- stateVariables.ts
- +layout.svelte
- +layout.ts
- +page.svelte
- global.css
- app.d.ts
- app.html
- favicon.png
- favicon.svg
- package-lock.json
- package.json
- postcss.config.js
- svelte.config.js
- tailwind.config.js
- tsconfig.json
- vite.config.js
- index.html
- __init__.py
- api.py
- converter.py
- execution_manager.py
- execution_storage.py
- graph_builder.py
- models.py
- README.md
- server.py
- configuration.yaml
- models.yaml
- payload_cfg.json
- __init__.py
- loader.py
- data_handler_base.py
- dataset_config.py
- dataset_processor.py
- file_handler.py
- huggingface_handler.py
- servicenow_handler.py
- accuracy.py
- aggregator_metric_registry.py
- base_aggregator_metric.py
- f1_score.py
- pass_at_k.py
- pass_power_k.py
- precision.py
- recall.py
- step_efficiency.py
- action_within_bbox.py
- base_unit_metric.py
- exact_match.py
- scroll_amount.py
- scroll_direction.py
- typed_value_match.py
- unit_metric_registry.py
- unit_metric_result.py
- base_metric_metadata.py
- edge_factory.py
- edge_condition.py
- lambda_function.py
- node_processor.py
- __init__.py
- graph_builder.py
- langchain_callback.py
- langgraph_factory.py
- langgraph_state.py
- agent_node.py
- base_node.py
- connector_node.py
- lambda_node.py
- llm_node.py
- multi_llm_node.py
- node_utils.py
- special_node.py
- weighted_sampler_node.py
- __init__.py
- backend_factory.py
- graph_config.py
- graph_postprocessor.py
- sygra_message.py
- sygra_state.py
- base_client.py
- client_factory.py
- http_client.py
- ollama_client.py
- openai_azure_client.py
- openai_client.py
- openai_chat_model.py
- sygra_base_chat_model.py
- vllm_chat_model.py
- azure_model.py
- azure_openai_model.py
- base.py
- bedrock_model.py
- ollama_model.py
- openai_model.py
- triton_model.py
- vertex_ai_model.py
- vllm_model.py
- schemas_factory.py
- structured_output_config.py
- custom_models.py
- model_factory.py
- model_postprocessor.py
- model_response.py
- __init__.py
- base_task_executor.py
- execution_callbacks.py
- judge_task_executor.py
- resumable_execution.py
- __init__.py
- helper.py
- mapper.py
- pipelines.py
- transformations.py
- types.py
- __init__.py
- graph_config.yaml
- prompt_config.yaml
- README.md
- sample.json
- task_executor.py
- taxonomy.json
- filter_tags.py
- graph_config.yaml
- task_executor.py
- logger_config.py
- metadata_collector.py
- metadata_integration.py
- __init__.py
- __init__.py
- data_transform.py
- output_record_generator.py
- breadth.py
- depth.py
- graph_config.yaml
- instruct_mgr.py
- Readme.md
- task_executor.py
- graph_config.yaml
- task_executor.py
- config.yaml
- config_data_quality.yaml
- config_oasst_mapper.yaml
- test_config.yaml
- conversation_pretokenization_task.py
- data_characteristics.py
- language_tagging.py
- llm_based_quality.py
- metadata_tagging.py
- ppl_ifd_scorer.py
- reward_score.py
- ttr_tagging.py
- processor.py
- processor.py
- processor.py
- __main__.py
- base_tool.py
- cli.py
- config.py
- executor.py
- README.md
- registry.py
- audio_utils.py
- constants.py
- decorators.py
- dotenv.py
- graph_utils.py
- image_utils.py
- model_utils.py
- multimodal_processor.py
- tool_utils.py
- utils.py
- custom_schemas.py
- custom_validations.py
- schema_validator_base.py
- schema_validator_custom.py
- type_parser.py
- yaml_loader.py
- __init__.py
- __init__.py
- chat_history_seed.json
- constants.py
- graph_config.yaml
- task_executor.py
- tools.py
- graph_config.yaml
- task_executor.py
- graph_config.yaml
- task_executor.py
- utils.py
- categories.json
- graph_config.yaml
- task_executor.py
- graph_config.yaml
- task_executor.py
- tools.py
- tools_from_class.py
- tools_from_module.py
- user_queries.json
- graph_config.yaml
- graph_config.yaml
- graph_config.yaml
- task_executor.py
- graph_config.yaml
- test.json
- graph_config.yaml
- task_executor.py
- graph_config.yaml
- test.json
- car_photo.png
- landscape.png
- object1.png
- portrait.png
- room_photo.png
- graph_config.yaml
- images_to_edit.json
- multi_image_edits.json
- graph_config.yaml
- task_executor.py
- graph_config.yaml
- task_executor.py
- user_queries.json
- graph_config.yaml
- task_executor.py
- graph_config.yaml
- input.json
- graph_config.yaml
- input.json
- graph_config.yaml
- task_executor.py
- graph_config.yaml
- task_executor.py
- graph_config.yaml
- task_executor.py
- graph_config.yaml
- task_executor.py
- data_transform.py
- dpo_conversation.json
- graph_config.yaml
- README.md
- task_executor.py
- concepts.json
- graph_config.yaml
- graph_config.yaml
- test.json
- test_servicenow_handler.py
- test_accuracy.py
- test_aggregator_metric_registry.py
- test_base_aggregator_metric.py
- test_f1_score.py
- test_pass_at_k.py
- test_pass_power_k.py
- test_precision.py
- test_recall.py
- test_step_efficiency.py
- test_action_within_bbox.py
- test_exact_match.py
- test_scroll_amount.py
- test_scroll_direction.py
- test_typed_value_match.py
- test_edge_factory.py
- test_langgraph_factory.py
- test_llm_node.py
- test_graph_config.py
- test_graph_postprocessor.py
- test_client_factory.py
- test_http_client.py
- test_ollama_client.py
- test_openai_azure_client.py
- test_openai_client.py
- test_openai_chat_model.py
- test_sygra_base_chat_model.py
- test_vllm_chat_model.py
- test_litellm_azure.py
- test_litellm_azure_openai.py
- test_litellm_bedrock.py
- test_litellm_ollama.py
- test_litellm_openai.py
- test_litellm_triton.py
- test_litellm_vertexai.py
- test_litellm_vllm.py
- test_custom_azure.py
- test_custom_claude_proxy.py
- test_custom_gemini_proxy.py
- test_custom_mistralapi.py
- test_custom_models.py
- test_custom_ollama.py
- test_custom_openai.py
- test_custom_tgi.py
- test_custom_triton.py
- test_custom_vllm.py
- test_model_factory.py
- test_model_factory_node_integration.py
- test_structured_output_support.py
- test_base_task_executor.py
- test_resumable_execution.py
- test_langchain_callback.py
- test_metadata_collector.py
- test_metadata_end_to_end.py
- test_metadata_integration.py
- test_metadata_toggle.py
- test_data_transform.py
- test_multimodal_processor.py
- test_tool_utils.py
- test_utils.py
- test_workflow_init.py
- conftest.py
- .gitignore
- .pre-commit-config.yaml
- check.mk
- CITATION.cff
- CODE_OF_CONDUCT.md
- CONTRIBUTING.md
- LICENSE
- main.py
- Makefile
- mkdocs.yml
- pyproject.toml
- README.md
- run_tools.sh
- uv.lock
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